New DFG Project "Reinforcement Learning with Qualitative Feedback"

Our project proposal "Reinforcement Learning with Qualitative Feedback" will be funded for three years within the DFG SPP Autonomous Learning.

The aim of the project is to develop a new framework for reinforcement learning, in which the typical quantitative feedback in the form of a reward signal is replaced with qualitative feedback in the form of state and action preferences.